{"id":"W3093233282","doi":"10.1111/dme.14429","title":"Barriers to and enablers of attendance at diabetic retinopathy screening experienced by immigrants to Canada from multiple cultural and linguistic minority groups","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; McGill University; Women's College Hospital; Montreal Neurological Institute and Hospital; University of Toronto; University Health Network; Ottawa Hospital; Université Laval; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Immigration; Attendance; Diabetic retinopathy; Retinopathy; Gerontology; Family medicine; Optometry; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001711367,0.0002298709,0.000555329,0.0000657164,0.0001060797,0.00001176422,0.0001165493,0.00004585677,0.0001449993],"category_scores_gemma":[0.003904615,0.0001939049,0.00002150644,0.0003269979,0.0001629191,0.00003667592,0.0001145446,0.0001127231,0.00000229025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000800199,"about_ca_system_score_gemma":0.00006752459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08438962,"about_ca_topic_score_gemma":0.009796442,"domain_scores_codex":[0.9982584,0.00004156518,0.0003799193,0.000497777,0.0004309547,0.0003914013],"domain_scores_gemma":[0.9980344,0.0001993722,0.0001019606,0.0002184679,0.0001164591,0.00132941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002393677,0.00002121785,0.8545987,0.0004039512,0.00008068167,0.0000175668,0.02745736,0.000004812151,0.07912248,0.000008058965,0.03238287,0.005662935],"study_design_scores_gemma":[0.006357977,0.001733243,0.9046792,0.001371281,0.0006229408,0.000002239409,0.03086437,0.003102924,0.02766664,0.00001686919,0.02280338,0.0007789046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853554,0.001023468,0.00006881193,0.012355,0.0003444861,0.0005892078,0.00004448004,0.00002529207,0.0001938313],"genre_scores_gemma":[0.9907822,0.00002856297,0.000584455,0.007945683,0.0002849833,0.00004338411,0.0001098163,0.00001797513,0.0002029185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07459318,"threshold_uncertainty_score":0.9217075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945888914378692,"score_gpt":0.2489760261184285,"score_spread":0.2295171369746416,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}